Audit your survey data for phantom submissions. Automatically flag speed runs, off-hour submissions, and device hoarding to ensure data integrity before reporting.
We've tried to auto-detect your metadata columns. Verify them below. (GPS fields are optional)
Set the realistic parameters for your survey. Anything outside these bounds will be flagged as suspicious.
Dynamically flags speed runs based on the exact number of questions answered.
Flags consecutive surveys started impossibly fast after the previous one.
Flags devices where every survey takes the exact same time (automated script).
Flags GPS jumps that require impossible travel speeds (Location spoofing).
Flags surveys submitted in the middle of the night.
Flags devices hoarding and mass-submitting records.
Flags surveys submitted on weekends.
| Enumerator / Device | Days Active | Total Submitted | Anomalies (Rejected) | Net Valid | Est. Payout |
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